empathic-expressions
Intent-based code interpretation across all languages — SQL, Python, JS, YAML, Bash, and beyond
Intent-based code interpretation across all languages — SQL, Python, JS, YAML, Bash, and beyond
Use this skill when creating Model Context Protocol (MCP) servers, adding tools to extend Claude's capabilities, or integrating external APIs as MCP tools.
Deploys a multi-agent swarm (Researcher, Reviewer, Safety Officer) to solve complex biomedical or research tasks in parallel.
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
Skills版エージェント骨格(CLAUDE.md, .github/skills/, .codex/等)を生成し、初期設定を完了する。「スケルトン生成」「エージェント生成」「骨格作成」を依頼されたときに使用する。
Applies user feedback to prompts with precision - incorporates feedback intent without over-fitting, maintains information density, prevents regressions. Use when asked to apply feedback, incorporate suggestions, or update a prompt based on user input.
Python으로 Claude Agent SDK 에이전트를 구축할 때 사용. 커스텀 도구, 훅, 서브에이전트, MCP 연동 코드를 생성합니다.
Document for build custom skill for claude code, with full Reference and Example Codes.
Build Model Context Protocol (MCP) servers to extend GitHub Copilot and AI agents with custom tools and data sources
Multi-model ensemble consultation. Runs 3 models in parallel for diverse perspectives.
Subagent({{AGENT_CONFIG_DIR}}/agents/*.md)の作成・更新・削除を対話で行い、フロントマター仕様と品質を維持したまま反映する。Subagent作成、agent追加、subagent updateを依頼されたときに使用する。
Create custom inspect-ai evaluation tasks through interacted, guided workflow.
Add or change allowed commands in AI agent permission configs (OpenCode, Claude Code)
Guides Claude Code setup and configuration. Use when setting up CLAUDE.md, rules, hooks, or skills structure for projects.
Plan LLM fine-tuning and evaluation experiments. Use when the user wants to design a new experiment, plan training runs, or create an experiment_summary.yaml file.
Skills版エージェント骨格(CLAUDE.md, .cursor/skills/, .codex/等)を生成し、初期設定を完了する。「スケルトン生成」「エージェント生成」「骨格作成」を依頼されたときに使用する。
Creates and manages Claude Code skills. Use when creating new skills, updating existing skills, or converting repeated prompts into reusable skill packages.
Single-agent implementation: executes plans in-place without subagents. Use /implement (default) for complex features; use this for simpler tasks or when subagent overhead is unwanted.